{"id":"W1593948749","doi":"10.22329/jtl.v8i2.3127","title":"Leading Inquiry-based Learning","year":2012,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Principal (computer security); Curriculum; Presentation (obstetrics); Pedagogy; Work (physics); Inquiry-based learning; Mathematics education; Sociology; Psychology; Engineering; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015589,0.0003413867,0.0004537033,0.001377363,0.009311355,0.01237648,0.001794903,0.001491993,0.009258748],"category_scores_gemma":[0.03066127,0.00032656,0.0005219235,0.001143501,0.01194705,0.004929111,0.01211895,0.004077499,0.002959201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003814816,"about_ca_system_score_gemma":0.01556425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823167,"about_ca_topic_score_gemma":0.004926039,"domain_scores_codex":[0.9783233,0.01452784,0.0004795649,0.001537845,0.003509611,0.001621781],"domain_scores_gemma":[0.9629434,0.01452723,0.002348996,0.004406284,0.005756421,0.01001772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009199366,0.000515146,0.01271819,0.0005585131,0.00002708995,0.0008891278,0.2798584,0.000666021,0.002104101,0.412759,0.02377521,0.2660372],"study_design_scores_gemma":[0.00004773247,0.0003103082,0.003191899,0.0008381134,0.00002007296,0.0008729199,0.1442902,0.0008411386,0.001502145,0.1457569,0.7022862,0.00004244888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.150332,0.003383565,0.1564467,0.02710249,0.001303794,0.001209109,0.00009629277,0.0009660795,0.6591601],"genre_scores_gemma":[0.926228,0.001399227,0.02965085,0.001743144,0.0002396219,0.0003175448,0.00006583051,0.0001724555,0.04018344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.015589,"threshold_uncertainty_score":0.08244348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858002880337624,"score_gpt":0.379061849176155,"score_spread":0.3304818203727788,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}